Decentralized Federated Learning with Differential Privacy and Byzantine-Robust Aggregation
dev.to·1d·
Discuss: DEV
🔒Privacy Preserving
Adaptive Dual-Mode Distillation with Incentive Schemes for Scalable, Heterogeneous Federated Learning on Non-IID Data
arxiv.org·3h
🧠Machine Learning
Privacy-Preserving AI: 7 Techniques to Protect Training Data in Cloud AI Systems
dev.to·1d·
Discuss: DEV
🔒Privacy Preserving
Federated Learning's 'Zero Trust' Revolution: Secure AI for a Suspicious World
dev.to·13h·
Discuss: DEV
🔒Privacy Archives
RFC 677: Maintenance of duplicate databases (1975)
rfc-editor.org·3h·
Discuss: Hacker News
🛡️Preservation Proofs
High-level intuitions for the Bulletproofs/IPA protocol
cryptologie.net·2d
🎯Performance Proofs
“Veridical (truthful) Data Science”: Another way of looking at statistical workflow
statmodeling.stat.columbia.edu·17h
🧪Data science
Adaptive Camouflage: How Adversarial AI is Redefining Data Security by Arvind Sundararajan
dev.to·9h·
Discuss: DEV
🔍Vector Forensics
Tim Berners-Lee Urges New Open-Source Interoperable Data Standard, Protections from AI
tech.slashdot.org·10h
🏠Homelab Federation
Fort Knox Federated Learning: Next-Gen Security Tactics
dev.to·1d·
Discuss: DEV
🔒Privacy Preserving
Design and Implementation of a Secure RAG-Enhanced AI Chatbot for Smart Tourism Customer Service: Defending Against Prompt Injection Attacks -- A Case Study of ...
arxiv.org·3h
🎯Threat Hunting
Federated Differential Privacy Optimization via Adaptive Noise Calibration
dev.to·2d·
Discuss: DEV
🛡️Differential Privacy
We Bought the Whole GPU, So We're Damn Well Going to Use the Whole GPU
hazyresearch.stanford.edu·1d·
Discuss: Hacker News
🧮Compute Optimization
AI Camouflage: Hiding Data in Plain Sight with Adversarial Networks by Arvind Sundararajan
dev.to·15h·
Discuss: DEV
🕵️Vector Smuggling
Decentralized Identity Privacy Enhancement via Verifiable Computation and Differential Privacy Blending
dev.to·3d·
Discuss: DEV
🔐Homomorphic Encryption
MO-GRPO: Mitigating Reward Hacking of Group Relative Policy Optimization on Multi-Objective Problems
arxiv.org·3h
🧮SMT Solvers
Discord Dave Protocol Whitepaper 1.1.4
daveprotocol.com·20h·
Discuss: Hacker News
🌐NetworkProtocols
[P] Built a differentiable parametric curves library for PyTorch
reddit.com·18h·
Discuss: r/MachineLearning
🌀Differential Geometry
Universal Solution to Kronecker Product Decomposition
arxiv.org·3h
📐Linear Algebra
Learning to Price Bundles: A GCN Approach for Mixed Bundling
arxiv.org·3h
🧠Machine Learning